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. 2023 Jul 11;9:e1467. doi: 10.7717/peerj-cs.1467

Table 6. Ablation study.

Dataset Method Overall accuracy Mean F1-Score mIoU
LoveDA Baseline 94.79 75.77 63.24
Baseline + ASPP 95.21 76.14 63.79
Baseline + OAM 95.29 77.02 64.79
Baseline + ASPP + OAM 95.42 77.41 65.27
CITY_OSM Baseline 90.19 84.82 73.70
Baseline + ASPP 90.36 85.11 74.12
Baseline + OAM 90.32 85.03 74.00
Baseline + ASPP + OAM 90.49 85.28 74.39

Notes.

Bold values represent the best performance indicators.